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Mpt 7B Storywriter Qlora by Jordancole21

 »  All LLMs  »  Jordancole21  »  Mpt 7B Storywriter Qlora   URL Share it on

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  Arxiv:2108.12409   Arxiv:2205.14135   Arxiv:2302.06675   Autotrain compatible   Composer   Custom code   Dataset:the pile books3   Llm-foundry   Mosaicml   Mpt   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Jordancole21/mpt-7b-storywriter-qlora 

Mpt 7B Storywriter Qlora Benchmarks

LLME Score: 0.08659
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mpt 7B Storywriter Qlora (Jordancole21/mpt-7b-storywriter-qlora)
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Mpt 7B Storywriter Qlora Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
fictional storytelling
Limitations:
May produce factually incorrect output and offensive content.
Considerations:
Avoid reliance on producing factually accurate information.
Additional Notes 
The model can extrapolate beyond 65k tokens, with demonstrations up to 84k tokens using ALiBi.
Training Details 
Data Sources:
the_pile_books3
Methodology:
Finetuned with a sequence length of 65536. Uses FlashAttention and ALiBi. Does not use positional embeddings or biases.
Context Length:
65536
Hardware Used:
8 A100-80GB GPUs
Model Architecture:
Modified decoder-only transformer architecture. Uses FlashAttention, ALiBi, does not use positional embeddings or biases.
LLM NameMpt 7B Storywriter Qlora
Repository 🤗https://huggingface.co/Jordancole21/mpt-7b-storywriter-qlora 
Model Size7b
Required VRAM13.3 GB
Updated2025-09-23
MaintainerJordancole21
Model Typempt
Model Files  9.9 GB: 1-of-2   3.4 GB: 2-of-2
Model ArchitectureMPTForCausalLM
Licenseapache-2.0
Model Max Length65536
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

Quantized Models of the Mpt 7B Storywriter Qlora

Model
Likes
Downloads
VRAM
Mpt 7B Storywriter Q82226 GB

Best Alternatives to Mpt 7B Storywriter Qlora

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Mpt 7B Chat0K / 13.3 GB80920518
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Mpt 7B Instruct0K / 13.3 GB7946470
Mpt 7B Int8 Ov0K / 0 GB130
Mpt 7B0K / 26.5 GB51321
Shears Mpt 7B 50 Base0K / 13.3 GB712
Mpt 7B 8K0K / 13.3 GB191526
Mpt 7B 8K Chat0K / 13.3 GB194240
Mpt 7B 8K Instruct0K / 13.3 GB201227
Note: green Score (e.g. "73.2") means that the model is better than Jordancole21/mpt-7b-storywriter-qlora.

Rank the Mpt 7B Storywriter Qlora Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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